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Scalable Density-based Clustering with Random Projections
We present sDBSCAN, a scalable density-based clustering algorithm in high dimensions with cosine distance.
Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search
We present Falconn++, a novel locality-sensitive filtering approach for approximate nearest neighbor search on angular distance.
An Efficient Hashing-based Ensemble Method for Collaborative Outlier Detection
In collaborative outlier detection, multiple participants exchange their local detectors trained on decentralized devices without exchanging their own data.
Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search
First, we show that diamond sampling is essentially a combination between wedge sampling and basic sampling for top-k MIPS.
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